Homework U03: Science literacy across Europe
Author
Derek Powell
Learning Objectives
Our learning objectives for this homework are:
- Learn to interpret and visualize the workings of “black box” machine learning models using:
- Permutation Feature Importance
- PDP and ICE plots
- Compare interpretations of decision trees and random forest models
- Become acquainted with methods for applying machine learning methods to small datasets